# ServoAgent: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/servoagent

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI marketing agents](https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/index.md) | 0% | 48 | 0% | 3 |

## What the models said for it

- "Multi-channel orchestration with governance | ServoAgent" (GLM 4.7 FlashX, AI marketing agents)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named ServoAgent, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- startupstash.com: 3
- 1mind.com: 1
- ai-bees.io: 1
- ai.g2.com: 1
- aimonk.com: 1
- aimultiple.com: 1
- b2bsaasreviews.com: 1
- beomniscient.com: 1
- clickup.com: 1
- docket.io: 1

### Pages cited

- https://startupstash.com/top-ai-marketing-agents: 3
- https://1mind.com/blog-articles/ai-marketing-automation-platforms-2026-buyers-guide: 1
- https://ai-bees.io/post/b2b-marketing-tools: 1
- https://ai.g2.com/evaluations/categories/marketing: 1
- https://aimonk.com/ai-agents-for-marketing-tools-workflows: 1
- https://aimultiple.com/ai-agents-in-marketing: 1
- https://b2bsaasreviews.com/ai-marketing-tools-b2b: 1
- https://beomniscient.com/blog/ai-agents-for-marketing-operations: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.